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q-bio.GN2026
CANN: Commutative Algebra Neural Networks for Virus Classification
Mushal Zia, Faisal Suwayyid, Guo-Wei Wei
The extensive diversity of viral genomes challenges alignment-free representations to capture both nucleotide composition and the higher-order organization of recurring sequence pa…
math.AC2026
Localized Persistent Commutative Algebra
Kaiyue He, Faisal Suwayyid, Guo-Wei Wei
We develop a localized persistent theory of commutative algebra for Stanley-Reisner rings, based on local cohomology supported at a coordinate prime rather than at the maximal idea…